Fairness

“Reverse Gerrymandering”: Manipulation in Multi-Group Decision Making AAAI 2019 Robust Attribution Regularization NeurIPS 2019 Robust Learning from Untrusted Sources ICML 2019 Robustness via Curvature Regularization, and Vice Versa CVPR 2019 Scalable Fair Clustering ICML 2019 Scalable Robust Kidney Exchange AAAI 2019 Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ACL 2019 SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter SemEval 2019 Stable and Fair Classification ICML 2019 Strategyproof and Approximately Maxmin Fair Share Allocation of Chores IJCAI 2019 Striking the Right Balance With Uncertainty CVPR 2019 Tanbih: Get To Know What You Are Reading EMNLP 2019 The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric NeurIPS 2019 The Implicit Fairness Criterion of Unconstrained Learning ICML 2019 The many dimensions of algorithmic fairness in educational applications ACL 2019 The Price of Local Fairness in Multistage Selection IJCAI 2019 The Risk of Racial Bias in Hate Speech Detection ACL 2019 The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations ACL 2019 The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019 The Titans at SemEval-2019 Task 6: Offensive Language Identification, Categorization and Target Identification SemEval 2019 The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP 2019 Toward Controlling Discrimination in Online Ad Auctions ICML 2019 Towards Debiasing Fact Verification Models EMNLP 2019 Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition Interspeech 2019 Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints ICML 2019